This is a sub-agent designed to run within Claude Code that extends your AI assistant with retrieval-augmented generation, web search capabilities, filesystem access, and persistent memory. You'd reach for this when you need Claude to pull in external knowledge during coding sessions, search the web for current information, interact with your local files, or maintain context across conversations. It's essentially a power-up for Claude Code that adds the kind of grounded, stateful capabilities you'd otherwise need to implement yourself or juggle through multiple tools.
GOOGLE_API_KEYsecretGoogle Gemini API key (recommended free-tier LLM provider)
COHERE_API_KEY*secretCohere API key — required for RAG embeddings and reranking
TAVILY_API_KEY*secretTavily API key — required for web search and URL extraction
OPENAI_API_KEYsecretOpenAI API key (optional — alternative LLM provider)
ANTHROPIC_API_KEYsecretAnthropic API key (optional — alternative LLM provider)
LANGSMITH_API_KEYsecretLangSmith API key (optional — tracing and observability)
io.github.ericm1018/skillfm-llm-cost-optimizer-openai-anthropic-usage
io.github.mikerawsonnz/llm-orchestration-agent
io.github.mikerawsonnz/authenticated-llm-agent
labforgedev/copilot-memory-mcp
csoai-org/agent-prompt-injection-firewall-mcp
io.github.mikerawsonnz/authenticated-multi-llm-agent